Upload 2 files
Browse files- oggtiny.ckpt +3 -0
- oggtiny.yaml +105 -0
oggtiny.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:83558baef967a0f0f58ce1beb75312baedc6635f0b97b43ab30267e6b77c0028
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size 44484142
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oggtiny.yaml
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exp:
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dir: ./exps
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name: oggrestore
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datas:
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_target_: look2hear.datas.DataModule
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dataset_type: 1
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sr: 44100
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segments: 4
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num_steps: 1000
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batch_size: 1
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num_workers: 0
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pin_memory: true
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stems:
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original: original
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codec: codec
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train:
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dir:
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- train
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original_format: wav
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codec_format: ogg
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valid:
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dir:
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- vaild
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original_format: wav
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codec_format: ogg
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model:
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_target_: look2hear.models.apollo.Apollo
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sr: 44100
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win: 20
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feature_dim: 64
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layer: 4
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discriminator:
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_target_: look2hear.discriminators.frequencydis.MultiFrequencyDiscriminator
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nch: 2
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window:
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- 32
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- 64
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- 128
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- 256
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- 512
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- 1024
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- 2048
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optimizer_g:
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_target_: torch.optim.AdamW
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lr: 0.001
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weight_decay: 0.01
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optimizer_d:
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_target_: torch.optim.AdamW
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lr: 0.0001
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weight_decay: 0.01
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betas:
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- 0.5
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- 0.99
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scheduler_g:
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_target_: torch.optim.lr_scheduler.StepLR
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step_size: 2
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gamma: 0.98
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scheduler_d:
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_target_: torch.optim.lr_scheduler.StepLR
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step_size: 2
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gamma: 0.98
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loss_g:
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_target_: look2hear.losses.gan_losses.MultiFrequencyGenLoss
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eps: 1.0e-08
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loss_d:
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_target_: look2hear.losses.gan_losses.MultiFrequencyDisLoss
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eps: 1.0e-08
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metrics:
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_target_: look2hear.losses.MultiSrcNegSDR
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sdr_type: sisdr
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system:
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_target_: look2hear.system.audio_litmodule.AudioLightningModule
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early_stopping:
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_target_: pytorch_lightning.callbacks.EarlyStopping
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monitor: val_loss
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patience: 50
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mode: min
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verbose: true
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checkpoint:
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_target_: pytorch_lightning.callbacks.ModelCheckpoint
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dirpath: ${exp.dir}/${exp.name}/checkpoints
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monitor: val_loss
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mode: min
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verbose: true
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save_top_k: 10
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save_last: true
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filename: '{epoch}-{val_loss:.4f}'
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logger:
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_target_: pytorch_lightning.loggers.WandbLogger
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name: ${exp.name}
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save_dir: ${exp.dir}/${exp.name}/logs
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offline: false
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project: Audio-Restoration
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trainer:
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_target_: pytorch_lightning.Trainer
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devices:
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- 0
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max_epochs: 50
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sync_batchnorm: true
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default_root_dir: ${exp.dir}/${exp.name}/
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accelerator: cuda
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limit_train_batches: 1.0
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fast_dev_run: false
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precision: bf16
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enable_model_summary: true
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